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ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics

A system for 'declaratively' creating graphics, based on "The Grammar of Graphics". You provide the data, tell 'ggplot2' how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details.

Version: 3.4.1 Depends: R (≥ 3.3) Imports: cli, glue, grDevices, grid, gtable (≥ 0.1.1), isoband, lifecycle (> 1.0.1), MASS, mgcv, rlang (≥ 1.0.0), scales (≥ 1.2.0), stats, tibble, vctrs (≥ 0.5.0), withr (≥ 2.5.0) Suggests: covr, dplyr, ggplot2movies, hexbin, Hmisc, knitr, lattice, mapproj, maps, maptools, multcomp, munsell, nlme, profvis, quantreg, ragg, RColorBrewer, rgeos, rmarkdown, rpart, sf (≥ 0.7-3), svglite (≥ 1.2.0.9001), testthat (≥ 3.1.2), vdiffr (≥ 1.0.0), xml2 Enhances: sp Published: 2023-02-10 Author: Hadley Wickham [aut], Winston Chang [aut], Lionel Henry [aut], Thomas Lin Pedersen [aut, cre], Kohske Takahashi [aut], Claus Wilke [aut], Kara Woo [aut], Hiroaki Yutani [aut], Dewey Dunnington [aut], RStudio [cph, fnd] Maintainer: Thomas Lin Pedersen BugReports: https://github.com/tidyverse/ggplot2/issues License: MIT + file LICENSE URL: https://ggplot2.tidyverse.org, https://github.com/tidyverse/ggplot2 NeedsCompilation: no Citation: ggplot2 citation info Materials: README NEWS In views: Phylogenetics, Spatial, TeachingStatistics CRAN checks: ggplot2 results Documentation: Reference manual: ggplot2.pdf Vignettes: Extending ggplot2 Using ggplot2 in packages Aesthetic specifications Downloads: Package source: ggplot2_3.4.1.tar.gz Windows binaries: r-devel: ggplot2_3.4.1.zip, r-release: ggplot2_3.4.1.zip, r-oldrel: ggplot2_3.4.1.zip macOS binaries: r-release (arm64): ggplot2_3.4.1.tgz, r-oldrel (arm64): ggplot2_3.4.1.tgz, r-release (x86_64): ggplot2_3.4.1.tgz, r-oldrel (x86_64): ggplot2_3.4.1.tgz Old sources: ggplot2 archive Reverse dependencies: Reverse depends: accessrmd, ACDC, AFheritability, afmToolkit, alakazam, alookr, AmpliconDuo, Anaconda, Anaquin, AneuFinder, apisensr, applicable, bacon, BasketballAnalyzeR, bayesDP, bayesnec, bde, BDMMAcorrect, bhm, biclustermd, bmscstan, bootnet, bpcp, braidReports, bunching, CalibrationCurves, caret, CellNOptR, centralplot, ceterisParibus, cfda, changepoint.geo, CHETAH, ChIPQC, chromstaR, cjoint, classifierplots, climwin, clustEff, clustrd, CNVrd2, CNVScope, coefplot, cogena, cohorttools, corkscrew, CoSMoS, CRABS, CrispRVariants, crmPack, CRTgeeDR, cummeRbund, curatedBreastData, cystiSim, cytofan, dae, DaMiRseq, dampack, DanielBiostatistics10th, dartR, DCEtool, decompTumor2Sig, DeconRNASeq, Deducer, deltaGseg, DendroSync, DepthProc, DEqMS, DHBins, diathor, diffEnrich, diffeR, dittoSeq, DoseFinding, DoTC, dotwhisker, dowser, dslice, dtwSat, dvqcc, dynr, Eagle, earlywarnings, echoice2, eeptools, egg, EnhancedVolcano, EnsCat, EpiCurve, epihet, episensr, erccdashboard, EventStudy, extraChIPs, FactoClass, factoextra, Factoshiny, fbroc, FisherEM, flippant, forestmodel, freqparcoord, frequency, func2vis, funLBM, gamblers.ruin.gameplay, gamlss.ggplots, gapfill, gapmap, garma, GARS, gcerisk, gde, GENEAsphere, geneHapR, GenericML, genlogis, genomeplot, GenomicOZone, geomtextpath, GerminaR, gespeR, ggallin, ggalluvial, GGally, ggalt, gganimate, ggbeeswarm, ggbio, ggbuildr, ggcharts, ggcorrplot, ggcyto, ggDCA, ggdemetra, ggdensity, ggedit, ggESDA, ggetho, ggfocus, ggforce, ggformula, ggfortify, ggghost, gggibbous, gggrid, ggh4x, gghalves, ggheatmap, gghighlight, ggHoriPlot, ggimage, gginnards, ggip, gglm, gglorenz, ggmanh, ggmap, ggmatplot, ggmcmc, ggmosaic, ggmulti, ggnetwork, ggOceanMaps, ggpackets, ggparallel, ggparty, ggpointless, ggpol, ggpolar, ggpolypath, ggpp, ggpubr, ggrain, ggraph, ggraptR, ggrepel, ggseas, ggsector, ggside, ggsn, ggspavis, ggspectra, ggsurvey, ggswissmaps, ggtern, ggTimeSeries, ggvenn, ggvoronoi, ggwordcloud, GlarmaVarSel, glmm.hp, glow, GOplot, gpmap, grafify, granovaGG, GRENITS, GSCA, gstar, Guitar, GWAS.BAYES, h5vc, HEDA, HelpersMG, HiLDA, hmmTMB, HRM, huito, hyperSpec, iarm, iBMQ, iCARH, iCellR, ICSsmoothing, ICtest, idm, ifaTools, IMAS, immunarch, infinitefactor, InSilicoVA, interca, interplot, inti, intSDM, invacost, ioanalysis, iotarelr, IPDfromKM, IsoformSwitchAnalyzeR, itemanalysis, itraxR, IVAS, kayadata, LabApplStat, LambertW, lavaSearch2, lcc, likert, LinkHD, LinTInd, llbayesireg, lmap, localgauss, logihist, longRPart2, loon.ggplot, lsbclust, malariaAtlas, maser, mccf1, MCMC.OTU, MCMC.qpcr, mcprofile, metacart, metaforest, metapone, methimpute, methylumi, mgcViz, mhtboot, miaViz, microbiome, MicroNiche, MIMOSA, MinEDfind, MineICA, mirTarRnaSeq, missRows, MIXFIM, mixKernel, mixOmics, MixOptim, MLSeq, mlxR, mnreadR, monocle, MortalityTables, motoRneuron, mrfDepth, MultiGlarmaVarSel, multilevelPSA, MultisiteMediation, NanoMethViz, NanoStringNCTools, NanoTube, NBLDA, Nebulosa, NetworkChange, ngsReports, NIRStat, nonmem2R, oceanwaves, octad, omada, OptimalRerandExpDesigns, optimos.prime, optrefine, ordr, orgR, overlapping, pafr, pagoo, PairedData, palmid, pAnalysis, PASenseWear, PAsso, PASWR2, pathVar, PCAtools, pequod, perry, personalized, perspectev, phase1PRMD, phase1RMD, phenModel, phenoTest, photosynthesis, phyloseqGraphTest, Pi, pitchRx, pkggraph, plantecowrap, PlasmaMutationDetector, PlasmaMutationDetector2, plotBart, plothelper, plotly, plotROC, PointedSDMs, pointRes, PortfolioEffectHFT, PPInfer, PPtreeViz, precintcon, predint, primer, PRISMA, ProbBayes, profileR, promotionImpact, PupillometryR, pvcurveanalysis, pvldcurve, qqplotr, qreport, qrqc, quadrupen, QuantileGH, quickpsy, r2spss, rabhit, radiant.data, RATest, RatingScaleReduction, RcmdrPlugin.KMggplot2, rdacca.hp, recoup, reinsureR, remaCor, Repliscope, rise, RItools, RMOPI, rms, RNAseqNet, RNASeqR, RnaSeqSampleSize, RnBeads, robCompositions, robmed, robustHD, RpeakChrom, Rqc, rrecsys, RSA, rSEA, RsSimulx, rstan, rtip, RVCompare, rwty, savR, SC.MEB, scAlign, scater, scatterpie, scDDboost, schex, scoper, SCOUTer, scRepertoire, SDLfilter, sdStaf, season, SEERaBomb, sensiPhy, seqsetvis, SetMethods, shazam, shinymodels, shinySIR, simaerep, simfit, simmer.plot, simmr, sitree, SmarterPoland, soc.ca, SparseBiplots, SparseFactorAnalysis, sparsereg, spqn, ssaBSS, ssviz, staRdom, StatMatch, statVisual, success, sugrrants, SummarizedBenchmark, survHE, survminer, swa, SWMPr, synlet, tanggle, TarSeqQC, TcGSA, tdr, TeachHist, TestGardener, texmex, texteffect, tigger, TissueEnrich, TPD, TreeDep, TriMatch, TripleR, tspmeta, twangRDC, useful, ushr, varian, variancePartition, vdg, VEwaning, VEwaningVariant, visae, VisualizeSimon2Stage, VplotR, vrcp, vsd, waffle, WebAnalytics, weightr, WRTDStidal, xkcd, Xplortext, xpose, YAPSA, zooaRch Reverse imports: ABACUS, ABHgenotypeR, abmR, abseqR, abstractr, acc, acca, accrualPlot, accSDA, ACDm, ACE, actel, activAnalyzer, ActivePathways, activPAL, actogrammr, actuaRE, actxps, ADAMgui, adaptiveGPCA, add2ggplot, adegenet, adjROC, ADMMsigma, adnuts, adobeanalyticsr, adventr, AeRobiology, AeroSampleR, affinitymatrix, affycoretools, AFM, AFR, afttest, agricolaeplotr, agriTutorial, agriutilities, agroclim, AgroR, AgroReg, agrostab, AgroTech, agua, ahnr, AHPWR, AID, aihuman, aimPlot, AIPW, airpart, akc, alevinQC, allestimates, AlphaBeta, alphahull, AlphaPart, AlpsNMR, amanida, AMARETTO, aMNLFA, amp, AMPLE, amplican, analyzer, AnanseSeurat, Anaquin, andurinha, AnglerCreelSurveySimulation, animalcules, animalEKF, AnimalHabitatNetwork, animaltracker, anipaths, aniSNA, ANN2, AnnoProbe, annotatr, ANOM, anomalize, anomaly, ANOVAIREVA, AnVILBilling, ao, aoristic, APAlyzer, apc, APCI, APCtools, apexcharter, APIS, APL, aplot, apyramid, AQEval, ArchaeoPhases, archeoViz, archiveRetriever, ARCokrig, arcpullr, arena2r, ARPALData, artMS, aRtsy, arulesViz, ASICS, aslib, ASpediaFI, aspline, asremlPlus, ASRgenomics, AssetCorr, ASSIGN, assignPOP, ATACseqTFEA, atSNP, attrib, audiometry, auditor, audrex, augmentedRCBD, ausplotsR, autocogs, autoGO, autohrf, autoimage, automap, autoMrP, autonomics, autoplotly, autoReg, AutoScore, autostats, autostsm, autoTS, avfintools, AvInertia, aweSOM, azuremlsdk, BaalChIP, babsim.hospital, BACCT, backShift, baggr, bakR, bamdit, BANDITS, bandle, banter, barcodetrackR, bartcs, basecallQC, BASiCS, basket, batchmix, batchtma, bate, BAwiR, baycn, bayefdr, bayes4psy, bayesAB, bayesammi, bayesassurance, bayesbr, BayesCTDesign, bayesdfa, BayesFM, bayesforecast, bayesGAM, BayesianReasoning, bayeslincom, BayesMallows, bayesmove, bayesMRM, BayesMultiMode, BayesOrdDesign, bayesplot, BayesPostEst, bayesROE, BayesRS, bayesrules, BayesSenMC, BayesSpace, BayesSPsurv, BayesSurvival, BayesTools, bayesvl, bayesZIB, bayMDS, baystability, BBcor, bbdetection, BBEST, bbsBayes, BCClong, BCEA, Bchron, bcrm, bdc, BDEsize, BDgraph, bdl, bdots, bdrc, bdscale, bdvis, bea.R, beadarray, beadplexr, BEARscc, BeeGUTS, beezdemand, behaviorchange, BEKKs, benchdamic, BENMMI, besthr, bestSDP, betaclust, BetaPASS, BETS, BeyondBenford, bfw, BGGM, bibliometrix, biclust, BIGL, bigPint, bigsnpr, bigstatsr, bigtime, bikm1, billboarder, BinarybalancedCut, binaryTimeSeries, BindingSiteFinder, binGroup2, binsreg, bioassays, bioclim, BiocOncoTK, BiodiversityR, biodosetools, biogrowth, bioinactivation, biokNN, biometryassist, BioMM, biomod2, BioNAR, BioNERO, BioNetStat, bioOED, BioPET, BioPETsurv, bioRad, BioStatR, biotmle, birdscanR, biscale, blandr, blocs, BloodCancerMultiOmics2017, BloodGen3Module, blorr, BLRShiny, BLRShiny2, bmgarch, bmggum, bmlm, bmstdr, BMTAR, bnma, bnmonitor, BNPdensity, BNPmix, BNSP, BOBaFIT, bolasso, bootcluster, bootf2, borealis, boxfilter, bp, BPRMeth, BrailleR, brainflowprobes, branchpointer, breakaway, breakDown, breakfast, breakpoint, breakpointR, breathtestcore, bridger, bridger2, brinton, brisk, brms, brolgar, broman, bruceR, brulee, bsam, bsamGP, BSL, BSPBSS, BTdecayLasso, BTSPAS, BubbleTree, bulkAnalyseR, bulletr, bumbl, bupaR, burnr, BUSpaRse, butterflyOptions, BuyseTest, BVARverse, C443, CA3variants, cacc, CAFE, caffsim, cageminer, CAGEr, CAinterprTools, CAISEr, CALANGO, calendR, calendRio, CALF, calibrationband, CalibratR, camcorder, CamelUp, campfin, campsis, camtrapR, canadianmaps, capl, capm, carat, CARBayesST, card, cardelino, caretEnsemble, CARlasso, cartograflow, casebase, casino, cassandRa, cassowaryr, CAST, CATALYST, cats, causact, CausalGPS, CausalImpact, causalPAF, CausalQueries, CausCor, CAvariants, CB2, cbcTools, ccostr, cdcatR, cdmTools, cdom, CEDA, celaref, celda, CellBarcode, CelliD, cellity, CellMixS, cellpypes, CellTrails, cellWise, CEMiTool, CensMFM, Cepo, ceRNAnetsim, Certara.R, CeTF, cfDNAPro, cgmanalysis, cgmquantify, CGNM, CGPfunctions, cgrcusum, ch, ChainLadder, chameleon, ChAMP, changepoint.influence, ChangePointTaylor, ChannelAttributionApp, ChaosGame, chartql, ChemmineR, chemodiv, ChemoSpec, ChemoSpec2D, ChemoSpecUtils, chest, chillR, ChIPexoQual, ChIPpeakAnno, ChIPseeker, CHOIRBM, cholera, choroplethr, choroplethrAdmin1, ChromSCape, chromVAR, chronicle, chronochrt, CIARA, cicero, CIDER, CIMICE, CIMTx, cinaR, CINNA, circacompare, circRNAprofiler, CircSeqAlignTk, CircSpaceTime, circularEV, circumplex, CIS.DGLM, CiteFuse, cities, citrus, ciu, cjbart, CJIVE, CKMRpop, clarify, classmap, cleanTS, clhs, clickstream, clifro, climaemet, ClimClass, clinDataReview, clinDR, clinicalsignificance, ClinicalUtilityRecal, clintools, cliProfiler, clmplus, CLONETv2, cloudos, CluMP, CluMSID, ClusROC, ClussCluster, ClustAssess, Clustering, ClusterR, clustifyr, ClustImpute, clustMD, ClusTorus, clustree, clustringr, CLVTools, cmaesr, CMapViz, cmcR, CMMs, cmprskcoxmsm, cmpsR, cmstatr, CNAIM, cnaOpt, CNEr, CNVgears, CNVPanelizer, coalitions, cobalt, cocktailApp, COCOA, coconots, coda4microbiome, codaredistlm, codebook, codez, cofeatureR, cogeqc, Cogito, cogmapr, cohortBuilder, CohortPlat, coinmarketcapr, Coinprofile, COINr, CollapseLevels, coloc, colocalization, colorBlindness, colorhex, colorist, colormap, colorpatch, colourpicker, comapr, combi, combiroc, COMIX, CommKern, communication, CompAREdesign, compareMCMCs, compartmap, compcodeR, competitiontoolbox, ComplexUpset, complmrob, composits, ComPrAn, conclus, condorOptions, condvis2, CONFESS, confidence, conformalInference.fd, conformalInference.multi, CoNI, Conigrave, conjoint, conos, conquestr, conserveR, ConsReg, conText, contiBAIT, contribution, contsurvplot, convdistr, convergEU, cooccur, CoOL, coopProductGame, CoordinateCleaner, CopSens, CopulaDTA, coRdon, corncob, corona, corporaexplorer, corral, correlationfunnel, corrgrapher, corrr, corTest, corx, coseq, cosinor, cosinor2, COTAN, countfitteR, countland, countsimQC, covdepGE, coveffectsplot, covidcast, CovidMutations, cowbell, cowplot, coxed, coxrt, cplm, cpop, cpr, cprobit, cpss, cpvSNP, cranly, crctStepdown, CRE, creditmodel, cregg, cricketr, crimeutils, criticality, critpath, CRMetrics, crmReg, cropDemand, crops, cropZoning, crossnma, crosstalkr, crplyr, cry, csa, CSGo, CSHShydRology, cspp, CSSQ, CSTools, csutil, CTDquerier, cTRAP, ctrialsgov, ctsem, ctsfeatures, ctsGE, cubble, cuperdec, curtailment, cusumcharter, cutpointr, cvCovEst, CVglasso, cvms, cyanoFilter, cylcop, CyTOFpower, CytoGLMM, cytomapper, cytometree, CytOpT, D2MCS, dabestr, dad, dada2, dados, dafishr, daiquiri, DALEX, DALEXtra, DAMEfinder, dann, darksky, dasper, DataExplorer, dataMaid, datana, dataprep, dataquieR, dataReporter, dataspice, DATAstudio, DataVisualizations, datos, dbcsp, DBERlibR, dbGaPCheckup, DBHC, dbmss, dbnlearn, dbplot, DCD, dce, dcortools, dCUR, dcurves, ddpcr, ddPCRclust, DDPNA, deaR, dearseq, debrowser, DeCAFS, decisionSupport, deco, decontam, DeductiveR, deepMOU, deepredeff, deeptime, DEET, deFit, DegNorm, DEGRE, DEGreport, deltaCaptureC, deltaccd, dematel, DeMixT, demodelr, demuxmix, dendextend, dendroTools, densityClust, DEP, DepecheR, depigner, derfinderPlot, describedata, DescribeDisplay, descriptio, descriptr, DESeq2, desplot, destiny, DEsubs, detectnorm, detectRUNS, detzrcr, dextergui, DFIT, dfmeta, dfoliatR, Dforest, dfped, dfpk, DGM, dgpsi, diagis, DIAlignR, DiallelAnalysisR, diceR, did, did2s, dief, DiffBind, DifferentialRegulation, diffudist, diffUTR, difNLR, digiRhythm, digitalDLSorteR, DIGSS, dimensio, DiPALM, dipm, diproperm, Directional, dirichletprocess, disaggregation, disbayes, DIscBIO, discharge, DiscoRhythm, discourseGT, discoveR, disprofas, distillML, distinct, disto, DistPlotter, distreg.vis, distributional, DistributionOptimization, distributions3, div, diversityForest, DiversityOccupancy, diyar, DLMtool, dlookr, dlstats, dmai, dmbc, dMod, dmrseq, dnapath, dndR, dobin, doBy, docxtools, dogesr, doolkit, doremi, Doscheda, DOSE, dosedesignR, dots, downloadthis, dPCP, DPpack, DR.SC, dr4pl, dragon, drawProteins, dreamer, drimmR, DRIMSeq, DriveML, DRomics, drord, drpop, ds4psy, dsa, DSAIDE, DSAIRM, dsdp, dslabs, dsm, dsos, DstarM, dStruct, DTR, dtwclust, dumbbell, Dune, DuoClustering2018, DVHmetrics, dvmisc, dycdtools, dymo, dynamic, dynamite, dynaSpec, DynForest, dyngen, DynNom, dynplot, dynRB, dynsim, dynsurv, DySS, E4tools, earlyR, easier, easyalluvial, EasyCellType, eat, ebirdst, ebnm, ebvcube, ecd, ecic, ecochange, ecocomDP, EcoDiet, EcoEnsemble, ecolottery, EcoNetGen, EcotoneFinder, ecr, EDA, eda4treeR, edeaR, edecob, edina, EDOIF, edstan, eechidna, eefAnalytics, eegc, EEM, EFA.MRFA, EFAtools, EffectLiteR, effectR, ega, EGAnet, egcm, EGSEA, eHDPrep, eirm, EIX, eks, EleChemr, elfgen, ELMER, EMAS, EMAtools, EmbedSOM, emdi, EMDomics, EmiR, EMMIXgene, emojifont, EmpiricalCalibration, emstreeR, endtoend, enetLTS, ENMeval, enpls, EnrichIntersect, enrichplot, enrichR, enrichTF, ensembleTax, ensModelVis, ensr, entropart, envalysis, EnvStats, eoffice, epcc, EpiCompare, epidecodeR, EpiDynamics, EpiEstim, epifitter, epiflows, EpiForsk, epigraHMM, epikit, EpiLPS, epimdr2, EpiMix, EpiModel, epimutacions, epinetr, epiomics, EpiReport, epistasisGA, EpiTest, epitweetr, EPLSIM, epos, ER, erma, ERSA, ERSSA, eRTG3D, esATAC, escape, EScvtmle, eSIR, esmisc, esquisse, estadistica, ESTER, EstimateGroupNetwork, EstimDiagnostics, esvis, ethnobotanyR, etrm, EvaluateCore, EValue, evaluomeR, EventDetectGUI, EventDetectR, eventPred, EVI, EvidenceSynthesis, EvolutionaryGames, Evomorph, evoper, EvoPhylo, EWCE, ewoc, exceldata, excessmort, exomePeak2, ExPanDaR, expertsurv, ExpGenetic, ExpImage, expirest, ExplodeLayout, explor, exploratory, explore, ExploreModelMatrix, exploreR, expowo, exreport, exuber, eyelinkReader, eyetrackingR, ez, ezcox, ezCutoffs, ezEDA, ezmmek, ezplot, ezr, fabletools, fabMix, fabR, FactoInvestigate, FactoMineR, factR, fairadapt, fairmodels, fairness, familial, FAOSTAT, fasstr, fastai, fastqcr, fastR2, fastrep, fastshap, fastText, fastTopics, FAVAR, FCBF, fCCAC, fcfdr, fcm, fcoex, FCPS, fdacluster, fdANOVA, fdapaceShiny, fdaPOIFD, fdq, fdrci, feasts, FeatureImpCluster, FeatureTerminatoR, fect, fedup, fence, FEprovideR, fergm, ferrn, ffp, fgeo.plot, Fgmutils, fgsea, fic, fido, FielDHub, figpatch, figuRes2, finalfit, FinCal, FindIT2, findviews, finetune, fingerPro, firebehavioR, fishualize, fitbitViz, fitlandr, FitUltD, fitur, fixedincome, FLAMES, flametree, flashlight, FlexDotPlot, FlexReg, flexsurv, flightplot, FLightR, flimo, flipr, flowAI, flowCHIC, flowGraph, FlowSOM, flowSpecs, flowTraceR, flowWorkspace, fmf, FMradio, fmriqa, fobitools, FoldGO, foodingraph, footBayes, foqat, forecast, ForecastComb, forecastHybrid, forecastML, ForecastTB, foreSIGHT, forestecology, forestinventory, forestmangr, forestr, forestRK, ForIT, forsearch, FPDclustering, fpp2, fpp3, fqar, frailtyEM, frailtySurv, FRASER, FreqProf, frequentdirections, FRI, FRK, fsdaR, fsr, fSRM, fst4pg, ftaproxim, FunCC, funcharts, FuncNN, funkyheatmap, funModeling, FunnelPlotR, funnelR, FuseSOM, futureheatwaves, FuzzyDBScan, fuzzyforest, fxTWAPLS, G2Sd, GABB, GALLO, gamma, gap, gapclosing, gasper, gastempt, gaussplotR, GBScleanR, GCalignR, gCrisprTools, GDAtools, GDCRNATools, GDINA, geeasy, GEInter, GEM, gemini, gen5helper, genBaRcode, GenderInfer, GeneAccord, genekitr, GeneralizedUmatrix, geneticae, GeneTonic, genogeographer, genomation, GenomeAdmixR, GenomicDistributions, GenomicInteractions, GenomicSuperSignature, genotypeeval, genpwr, genSEIR, GenVisR, GeoAdjust, geocmeans, GEOexplorer, geofacet, geomander, GeomComb, geomerge, geomorph, GeomxTools, geosimilarity, geostan, geouy, geoviz, germinationmetrics, GET, getmstatistic, getspanel, gfcanalysis, gfer, gfoRmula, gg.gap, ggalignment, ggarchery, ggasym, ggblanket, ggborderline, ggbrain, ggbreak, ggBubbles, ggbump, ggchangepoint, ggChernoff, ggcleveland, ggcorset, ggcoverage, ggdag, ggdark, ggdendro, ggdist, ggdmc, ggDoE, ggDoubleHeat, ggeasy, GGEBiplots, ggenealogy, ggExtra, ggfan, ggfittext, ggfun, ggfx, gggap, gggenes, gghalfnorm, gghdr, gghilbertstrings, ggimg, gginference, ggiraph, ggiraphExtra, ggisotonic, ggjoy, gglgbtq, ggmapinset, ggmice, GGMncv, GGMnonreg, ggmotif, ggmsa, ggmuller, ggnewscale, ggnormalviolin, ggnuplot, ggokabeito, ggpage, ggparliament, ggpath, ggpattern, ggpcp, ggperiodic, ggpie, ggplate, ggplot.multistats, ggplotAssist, ggplotgui, ggplotify, ggplotlyExtra, ggpmisc, ggPMX, ggpointdensity, ggprism, ggpval, ggQC, ggQQunif, ggquickeda, ggquiver, ggRandomForests, ggrasp, ggrastr, ggrcs, ggredist, ggResidpanel, ggridges, ggrisk, ggsci, ggseg, ggseqlogo, ggseqplot, ggshadow, ggsignif, ggsoccer, ggsolvencyii, ggsom, ggspatial, ggstance, ggstar, ggstats, ggstatsplot, ggstream, ggstudent, ggsurvfit, ggtea, ggtext, ggThemeAssist, ggthemes, ggtikz, ggtrace, ggtree, ggtreeDendro, ggtreeExtra, ggtrendline, ggupset, ggVennDiagram, ggx, GIC, gJLS2, GJRM, GladiaTOX, glancedata, glmmfields, glmmPen, glmmSeq, GlmSimulatoR, glmSparseNet, glmtlp, glmtrans, globaltrends, glottospace, gluvarpro, glycanr, gMCPLite, gmgm, gMOIP, GMSimpute, GNET2, GOCompare, GOexpress, GofCens, GofKmt, goldfish, gompertztrunc, gosset, GOsummaries, GOTHiC, GOxploreR, GPA, GPCERF, gppm, gprofiler2, grabsampling, grainscape, grandR, GRaNIE, granulator, graper, grapesAgri1, graph4lg, grapherator, graphPAF, GraphPCA, gratia, gravitas, greatR, greed, greeks, GREENeR, greport, Greymodels, GRIDCOPULA, gridsampler, GRmetrics, grobblR, growfunctions, growthPheno, grpsel, grwat, gscaLCA, gsDesign, GSE, GSEAmining, GseaVis, GSparO, gsynth, gt, gtExtras, gtrendsR, GUIDEseq, guiplot, gumboot, GUniFrac, gunsales, 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wehoop, WeightedROC, wesanderson, whereami, whitewater, widyr, wildlifeDI, wildmeta, wildrwolf, windsoraiR, WoodSimulatR, WordR, workboots, workloopR, WRS2, wrswoR, xaringanthemer, xgb2sql, xgboost, XICOR, XLConnect, yardstick, yfR, zenplots, zinbwave, ZIprop, zoo, zoolog, ztpln, ZVCV Reverse enhances: AMR, flowr, LOLA, surveillance, tis Linking:

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